IDEAS home Printed from https://ideas.repec.org/a/eee/respol/v50y2021i7s0048733321000883.html
   My bibliography  Save this article

Do public R&D subsidies produce jobs? Evidence from the SBIR/STTR program

Author

Listed:
  • Lanahan, Lauren
  • Joshi, Amol M.
  • Johnson, Evan

Abstract

Governments make substantial investments in small businesses to promote innovation and create jobs. While there is extensive evidence that R&D policies catalyze innovation, there is less empirical evidence on their employment effects. We examine the impact of public R&D subsidies on net job creation with a two-study empirical research design that draws upon first-time recipients of the U.S. SBIR/STTR program from the five leading federal agencies from 2000 to 2015. This two-study design enables us to analyze the extensive and intensive margins of the program. For the first study, we compare federal recipients to a matched set of non-recipients and find awardees hire fewer employees than their counterparts. For the second study, we leverage a natural experiment to investigate the employment effects of additional matching funds from state governments. We find evidence that federal recipients that receive noncompetitive matching funds also hire fewer employees than federal recipients located in states without the match. We investigate a series of features that may accelerate or attenuate the total effect and find that ventures substitute away from hiring toward partnering and gaining access to external resources. Moreover, firms with heightened levels of risk, indicated by medium-to-low credit records, account for the greatest difference. These results highlight tensions for ventures as they balance competing expectations of the program to stimulate innovation while also creating jobs. Policymakers should reconsider whether emphasizing direct job growth is appropriate when evaluating this type of R&D program.

Suggested Citation

  • Lanahan, Lauren & Joshi, Amol M. & Johnson, Evan, 2021. "Do public R&D subsidies produce jobs? Evidence from the SBIR/STTR program," Research Policy, Elsevier, vol. 50(7).
  • Handle: RePEc:eee:respol:v:50:y:2021:i:7:s0048733321000883
    DOI: 10.1016/j.respol.2021.104286
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0048733321000883
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.respol.2021.104286?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Patrik Gustavsson Tingvall & Josefin Videnord, 2020. "Regional differences in effects of publicly sponsored R&D grants on SME performance," Small Business Economics, Springer, vol. 54(4), pages 951-969, April.
    2. Raffaello Bronzini & Eleonora Iachini, 2014. "Are Incentives for R&D Effective? Evidence from a Regression Discontinuity Approach," American Economic Journal: Economic Policy, American Economic Association, vol. 6(4), pages 100-134, November.
    3. Czarnitzki, Dirk & Lopes-Bento, Cindy, 2013. "Value for money? New microeconometric evidence on public R&D grants in Flanders," Research Policy, Elsevier, vol. 42(1), pages 76-89.
    4. Paulo Guimarães & Pedro Portugal, 2010. "A simple feasible procedure to fit models with high-dimensional fixed effects," Stata Journal, StataCorp LP, vol. 10(4), pages 628-649, December.
    5. Machado, José A.F. & Santos Silva, J.M.C., 2019. "Quantiles via moments," Journal of Econometrics, Elsevier, vol. 213(1), pages 145-173.
    6. Xulia González & Jordi Jaumandreu & Consuelo Pazo, 2005. "Barriers to Innovation and Subsidy Effectiveness," RAND Journal of Economics, The RAND Corporation, vol. 36(4), pages 930-949, Winter.
    7. Zhao, Bo & Ziedonis, Rosemarie, 2020. "State governments as financiers of technology startups: Evidence from Michigan's R&D loan program," Research Policy, Elsevier, vol. 49(4).
    8. Feldman, Maryann P. & Kelley, Maryellen R., 2006. "The ex ante assessment of knowledge spillovers: Government R&D policy, economic incentives and private firm behavior," Research Policy, Elsevier, vol. 35(10), pages 1509-1521, December.
    9. Martina Lawless, 2014. "Age or size? Contributions to job creation," Small Business Economics, Springer, vol. 42(4), pages 815-830, April.
    10. Gaétan de Rassenfosse & Adam Jaffe & Emilio Raiteri, 2019. "The procurement of innovation by the U.S. government," PLOS ONE, Public Library of Science, vol. 14(8), pages 1-11, August.
    11. Hünermund, Paul & Czarnitzki, Dirk, 2019. "Estimating the causal effect of R&D subsidies in a pan-European program," Research Policy, Elsevier, vol. 48(1), pages 115-124.
    12. Jorge Guzman & Scott Stern, 2020. "The State of American Entrepreneurship: New Estimates of the Quantity and Quality of Entrepreneurship for 32 US States, 1988–2014," American Economic Journal: Economic Policy, American Economic Association, vol. 12(4), pages 212-243, November.
    13. Hardin, John W. & Kaiser, David J. & Link, Albert N., 2020. "Public Support of Private Innovation: An Initial Assessment of the North Carolina SBIR/STTR Phase I Matching Funds Program," Annals of Science and Technology Policy, now publishers, vol. 4(1), pages 1-79, June.
    14. Magnus Henrekson & Dan Johansson, 2010. "Gazelles as job creators: a survey and interpretation of the evidence," Small Business Economics, Springer, vol. 35(2), pages 227-244, September.
    15. Söderblom, Anna & Samuelsson, Mikael & Wiklund, Johan & Sandberg, Rickard, 2015. "Inside the black box of outcome additionality: Effects of early-stage government subsidies on resource accumulation and new venture performance," Research Policy, Elsevier, vol. 44(8), pages 1501-1512.
    16. Linda Argote & Bill McEvily & Ray Reagans, 2003. "Managing Knowledge in Organizations: An Integrative Framework and Review of Emerging Themes," Management Science, INFORMS, vol. 49(4), pages 571-582, April.
    17. Scott Shane, 2009. "Why encouraging more people to become entrepreneurs is bad public policy," Small Business Economics, Springer, vol. 33(2), pages 141-149, August.
    18. Ryan Decker & John Haltiwanger & Ron Jarmin & Javier Miranda, 2014. "The Role of Entrepreneurship in US Job Creation and Economic Dynamism," Journal of Economic Perspectives, American Economic Association, vol. 28(3), pages 3-24, Summer.
    19. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2011. "Multivariate Matching Methods That Are Monotonic Imbalance Bounding," Journal of the American Statistical Association, American Statistical Association, vol. 106(493), pages 345-361.
    20. Manju Puri & Rebecca Zarutskie, 2012. "On the Life Cycle Dynamics of Venture-Capital- and Non-Venture-Capital-Financed Firms," Journal of Finance, American Finance Association, vol. 67(6), pages 2247-2293, December.
    21. Almus, Matthias & Czarnitzki, Dirk, 2003. "The Effects of Public R&D Subsidies on Firms' Innovation Activities: The Case of Eastern Germany," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(2), pages 226-236, April.
    22. Sabrina T. Howell, 2017. "Financing Innovation: Evidence from R&D Grants," American Economic Review, American Economic Association, vol. 107(4), pages 1136-1164, April.
    23. Lauren Lanahan, 2016. "Multilevel public funding for small business innovation: a review of US state SBIR match programs," The Journal of Technology Transfer, Springer, vol. 41(2), pages 220-249, April.
    24. Toole, Andrew A. & Czarnitzki, Dirk, 2007. "Biomedical academic entrepreneurship through the SBIR program," Journal of Economic Behavior & Organization, Elsevier, vol. 63(4), pages 716-738, August.
    25. Sabrina T. Howell & J. David Brown, 2020. "Do Cash Windfalls Affect Wages? Evidence from R&D Grants to Small Firms," Working Papers 20-06, Center for Economic Studies, U.S. Census Bureau.
    26. Sergio Afcha & Jose García-Quevedo, 2016. "The impact of R&D subsidies on R&D employment composition," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 25(6), pages 955-975.
    27. Hottenrott, Hanna & Lopes-Bento, Cindy, 2014. "(International) R&D collaboration and SMEs: The effectiveness of targeted public R&D support schemes," Research Policy, Elsevier, vol. 43(6), pages 1055-1066.
    28. Coad, Alex & Rao, Rekha, 2008. "Innovation and firm growth in high-tech sectors: A quantile regression approach," Research Policy, Elsevier, vol. 37(4), pages 633-648, May.
    29. Hall, Bronwyn H. & Oriani, Raffaele, 2006. "Does the market value R&D investment by European firms? Evidence from a panel of manufacturing firms in France, Germany, and Italy," International Journal of Industrial Organization, Elsevier, vol. 24(5), pages 971-993, September.
    30. Albert N. Link & John T. Scott, 2013. "Public R&D subsidies, outside private support, and employment growth," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 22(6), pages 537-550, September.
    31. Amol M. Joshi & Todd M. Inouye & Jeffrey A. Robinson, 2018. "How does agency workforce diversity influence Federal R&D funding of minority and women technology entrepreneurs? An analysis of the SBIR and STTR programs, 2001–2011," Small Business Economics, Springer, vol. 50(3), pages 499-519, March.
    32. Colin Mason & Ross Brown, 2013. "Creating good public policy to support high-growth firms," Small Business Economics, Springer, vol. 40(2), pages 211-225, February.
    33. Lauren Lanahan & Maryann P. Feldman, 2018. "Approximating Exogenous Variation in R&D: Evidence from the Kentucky and North Carolina SBIR State Match Programs," The Review of Economics and Statistics, MIT Press, vol. 100(4), pages 740-752, October.
    34. David Neumark & Brandon Wall & Junfu Zhang, 2011. "Do Small Businesses Create More Jobs? New Evidence for the United States from the National Establishment Time Series," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 16-29, August.
    35. Andrew A. Toole & Dirk Czarnitzki, 2010. "Commercializing Science: Is There a University "Brain Drain" from Academic Entrepreneurship?," Management Science, INFORMS, vol. 56(9), pages 1599-1614, September.
    36. Alicia M. Robb & David T. Robinson, 2014. "The Capital Structure Decisions of New Firms," The Review of Financial Studies, Society for Financial Studies, vol. 27(1), pages 153-179, January.
    37. Balsmeier, Benjamin & Woerter, Martin, 2019. "Is this time different? How digitalization influences job creation and destruction," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    38. Holger Görg & Eric Strobl, 2007. "The Effect of R&D Subsidies on Private R&D," Economica, London School of Economics and Political Science, vol. 74(294), pages 215-234, May.
    39. Guo, Di & Guo, Yan & Jiang, Kun, 2016. "Government-subsidized R&D and firm innovation: Evidence from China," Research Policy, Elsevier, vol. 45(6), pages 1129-1144.
    40. Mansfield, Edwin, 1980. "Basic Research and Productivity Increase in Manufacturing," American Economic Review, American Economic Association, vol. 70(5), pages 863-873, December.
    41. H. Piekkola, 2007. "Public Funding of R&D and Growth: Firm-Level Evidence from Finland," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 16(3), pages 195-210.
    42. Iacus, Stefano & King, Gary & Porro, Giuseppe, 2009. "cem: Software for Coarsened Exact Matching," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 30(i09).
    43. Lanahan, Lauren & Feldman, Maryann P., 2015. "Multilevel innovation policy mix: A closer look at state policies that augment the federal SBIR program," Research Policy, Elsevier, vol. 44(7), pages 1387-1402.
    44. Hiroyasu Inoue & Eiichi Yamaguchi, 2017. "Evaluation of the Small Business Innovation Research Program in Japan," SAGE Open, , vol. 7(1), pages 21582440176, February.
    45. Audretsch, David B & Feldman, Maryann P, 1996. "R&D Spillovers and the Geography of Innovation and Production," American Economic Review, American Economic Association, vol. 86(3), pages 630-640, June.
    46. David H. Hsu, 2006. "Venture Capitalists and Cooperative Start-up Commercialization Strategy," Management Science, INFORMS, vol. 52(2), pages 204-219, February.
    47. Aerts, Kris & Schmidt, Tobias, 2008. "Two for the price of one?: Additionality effects of R&D subsidies: A comparison between Flanders and Germany," Research Policy, Elsevier, vol. 37(5), pages 806-822, June.
    48. Laursen, Keld & Salter, Ammon, 2004. "Searching high and low: what types of firms use universities as a source of innovation?," Research Policy, Elsevier, vol. 33(8), pages 1201-1215, October.
    49. Lauren Lanahan & Daniel Armanios, 2018. "Does More Certification Always Benefit a Venture?," Organization Science, INFORMS, vol. 29(5), pages 931-947, October.
    50. Sabrina T. Howell & J. David Brown, 2020. "Do Cash Windfalls Affect Wages? Evidence from R&D Grants to Small Firms," Working Papers 20-6, Center for Economic Studies, U.S. Census Bureau.
    51. Van Roy, Vincent & Vértesy, Dániel & Vivarelli, Marco, 2018. "Technology and employment: Mass unemployment or job creation? Empirical evidence from European patenting firms," Research Policy, Elsevier, vol. 47(9), pages 1762-1776.
    52. David Popp, 2002. "Induced Innovation and Energy Prices," American Economic Review, American Economic Association, vol. 92(1), pages 160-180, March.
    53. John Haltiwanger & Ron S. Jarmin & Javier Miranda, 2013. "Who Creates Jobs? Small versus Large versus Young," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 347-361, May.
    54. Michelle Gittelman & Bruce Kogut, 2003. "Does Good Science Lead to Valuable Knowledge? Biotechnology Firms and the Evolutionary Logic of Citation Patterns," Management Science, INFORMS, vol. 49(4), pages 366-382, April.
    55. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2012. "Causal Inference without Balance Checking: Coarsened Exact Matching," Political Analysis, Cambridge University Press, vol. 20(1), pages 1-24, January.
    56. Imbens,Guido W. & Rubin,Donald B., 2015. "Causal Inference for Statistics, Social, and Biomedical Sciences," Cambridge Books, Cambridge University Press, number 9780521885881.
    57. Eric Zwick & James Mahon, 2017. "Tax Policy and Heterogeneous Investment Behavior," American Economic Review, American Economic Association, vol. 107(1), pages 217-248, January.
    58. Scott J. Wallsten, 2000. "The Effects of Government-Industry R&D Programs on Private R&D: The Case of the Small Business Innovation Research Program," RAND Journal of Economics, The RAND Corporation, vol. 31(1), pages 82-100, Spring.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Kok, Holmer & Faems, Dries & de Faria, Pedro, 2022. "Pork Barrel or Barrel of Gold? Examining the performance implications of earmarking in public R&D grants," Research Policy, Elsevier, vol. 51(7).
    2. Sergio Salles-Filho & Bruno Fischer & Yohanna Juk & Paulo Feitosa & Fernando A. B. Colugnati, 2023. "Acknowledging diversity in knowledge-intensive entrepreneurship: assessing the Brazilian small business innovation research," The Journal of Technology Transfer, Springer, vol. 48(4), pages 1446-1465, August.
    3. Feldman, Maryann & Johnson, Evan E. & Bellefleur, Remi & Dowden, Savannah & Talukder, Eshika, 2022. "Evaluating the tail of the distribution: the economic contributions of frequently awarded government R&D recipients," Research Policy, Elsevier, vol. 51(7).
    4. Johnson, Evan & Hemmatian, Iman & Lanahan, Lauren & Joshi, Amol M., 2022. "A Framework and Databases for Measuring Entrepreneurial Ecosystems," Research Policy, Elsevier, vol. 51(2).
    5. Nasirov, Shukhrat & Joshi, Amol M., 2023. "Minding the communications gap: How can universities signal the availability and value of their scientific knowledge to commercial organizations?," Research Policy, Elsevier, vol. 52(9).
    6. Johnson, Evan E. & Hemmatian, Iman & Lanahan, Lauren & Joshi, Amol M., 2022. "A framework and databases for measuring entrepreneurial ecosystems," Research Policy, Elsevier, vol. 51(9).
    7. Maresch, Daniela & Leo, Hannes & Walsh, Steven T., 2023. "Hotspurs in, sober bores out: A call and an agenda for entrepreneurship and innovation policies that foster rapidly scaling ventures," Technological Forecasting and Social Change, Elsevier, vol. 196(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Thomas H. W. Ziesemer, 2021. "The Effects of R&D Subsidies and Publicly Performed R&D on Business R&D: A Survey," Hacienda Pública Española / Review of Public Economics, IEF, vol. 236(1), pages 171-205, March.
    2. Wang, Yanbo & Li, Jizhen & Furman, Jeffrey L., 2017. "Firm performance and state innovation funding: Evidence from China’s innofund program," Research Policy, Elsevier, vol. 46(6), pages 1142-1161.
    3. Pietro Santoleri & Andrea Mina & Alberto Di Minin & Irene Martelli, 2020. "The causal effects of R&D grants: evidence from a regression discontinuity," LEM Papers Series 2020/18, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    4. Daunfeldt, Sven-Olov & Halvarsson, Daniel & Gustavsson Tingvall, Patrik & McKelvie, Alexander, 2021. "Do Targeted R&D Grants Towards Potential Highgrowth Firms Increase Employment and Demand for High Human Capital Workers?," HFI Working Papers 23, Institute of Retail Economics (Handelns Forskningsinstitut).
    5. Nadine Levratto & Aurelien Quignon, 2021. "Innovation Performance and the Signal Effect: Evidence from a European Program," Working Papers halshs-03466903, HAL.
    6. Guo, Di & Guo, Yan & Jiang, Kun, 2022. "Government R&D support and firms’ access to external financing: funding effects, certification effects, or both?," Technovation, Elsevier, vol. 115(C).
    7. Aurélien Quignon & Nadine Levratto, 2021. "Innovation Performance and the Signal Effect: Evidence from a European Program," EconomiX Working Papers 2021-34, University of Paris Nanterre, EconomiX.
    8. Zhao, Bo & Ziedonis, Rosemarie, 2020. "State governments as financiers of technology startups: Evidence from Michigan's R&D loan program," Research Policy, Elsevier, vol. 49(4).
    9. Sergio Afcha & Jose García-Quevedo, 2016. "The impact of R&D subsidies on R&D employment composition," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 25(6), pages 955-975.
    10. Enrico Vanino & Stephen Roper & Bettina Becker, 2020. "Knowledge to Money: Assessing the Business Performance Effects of Publicly Funded R&D Grants," ifo DICE Report, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 17(04), pages 20-24, January.
    11. Kenzhaliyev, O.B. & Ilmaliyev, Zh B. & Tsekhovoy, A.F. & Triyono, Moch B. & Kassymova, G.K. & Alibekova, G. Zh & Tayauova, G. Zh, 2021. "Conditions to facilitate commercialization of R & D in case of Kazakhstan," Technology in Society, Elsevier, vol. 67(C).
    12. Kwangsoo Shin & Minkyung Choy & Chul Lee & Gunno Park, 2019. "Government R&D Subsidy and Additionality of Biotechnology Firms: The Case of the South Korean Biotechnology Industry," Sustainability, MDPI, vol. 11(6), pages 1-22, March.
    13. Roberto Gabriele & Anna Giunta, 2012. "R&D Incentives: The Effectiveness Of A Place-Based Policy," Departmental Working Papers of Economics - University 'Roma Tre' 0169, Department of Economics - University Roma Tre.
    14. Patrik Gustavsson Tingvall & Josefin Videnord, 2020. "Regional differences in effects of publicly sponsored R&D grants on SME performance," Small Business Economics, Springer, vol. 54(4), pages 951-969, April.
    15. Sergio Afcha & Jose García-Quevedo, 2016. "The impact of R&D subsidies on R&D employment composition," Industrial and Corporate Change, Oxford University Press, vol. 25(6), pages 955-975.
    16. George A Shinkle & Jo-Ann Suchard, 2019. "Innovation in newly public firms: The influence of government grants, venture capital, and private equity," Australian Journal of Management, Australian School of Business, vol. 44(2), pages 248-281, May.
    17. Anders Gustafsson & Andreas Stephan & Alice Hallman & Nils Karlsson, 2016. "The “sugar rush” from innovation subsidies: a robust political economy perspective," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 43(4), pages 729-756, November.
    18. Shuang Wang & Shukuan Zhao & Dong Shao & Hongyu Liu, 2020. "Impact of Government Subsidies on Manufacturing Innovation in China: The Moderating Role of Political Connections and Investor Attention," Sustainability, MDPI, vol. 12(18), pages 1-21, September.
    19. Daniel L. Bennett, 2021. "Local economic freedom and creative destruction in America," Small Business Economics, Springer, vol. 56(1), pages 333-353, January.
    20. Gustavsson Tingvall, Patrik & Videnord, Josefin, 2017. "Regional Effects of Publicly Sponsored R&D Grants on SME Performance," Ratio Working Papers 289, The Ratio Institute.

    More about this item

    Keywords

    R&D; Employment; Small business; Innovation;
    All these keywords.

    JEL classification:

    • H5 - Public Economics - - National Government Expenditures and Related Policies
    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy
    • M13 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - New Firms; Startups
    • C01 - Mathematical and Quantitative Methods - - General - - - Econometrics
    • C54 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Quantitative Policy Modeling

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:respol:v:50:y:2021:i:7:s0048733321000883. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/respol .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.